Loris Belcastro

Orcid: 0000-0001-6324-8108

According to our database1, Loris Belcastro authored at least 35 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
Boosting HPC data analysis performance with the ParSoDA-Py library.
J. Supercomput., May, 2024

Edge-Cloud Solutions for Big Data Analysis and Distributed Machine Learning - 1.
Future Gener. Comput. Syst., 2024

Detecting mental disorder on social media: a ChatGPT-augmented explainable approach.
CoRR, 2024

A Spark-based Task Allocation Solution for Machine Learning in the Edge-Cloud Continuum.
Proceedings of the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2024

Programming Big Data Applications - Scalable Tools and Frameworks for Your Needs
WorldScientific, ISBN: 9781800615069, 2024

2023
eflows4hpc/ParSoDA-Py: v1.2.1.
Dataset, November, 2023

eflows4hpc/parsoda: v1.0.0.
Dataset, February, 2023

Enhancing Cryptocurrency Price Forecasting by Integrating Machine Learning with Social Media and Market Data.
Algorithms, 2023

Edge-Cloud Continuum Solutions for Urban Mobility Prediction and Planning.
IEEE Access, 2023

Using the Compute Continuum for Data Analysis: Edge-cloud Integration for Urban Mobility.
Proceedings of the 31st Euromicro International Conference on Parallel, 2023

2022
Analyzing voter behavior on social media during the 2020 US presidential election campaign.
Soc. Netw. Anal. Min., 2022

Programming big data analysis: principles and solutions.
J. Big Data, 2022

2021
Using social media for sub-event detection during disasters.
J. Big Data, 2021

Automatic detection of user trajectories from social media posts.
Expert Syst. Appl., 2021

Parallel extraction of Regions-of-Interest from social media data.
Concurr. Comput. Pract. Exp., 2021

A Data-Aware Scheduling Strategy for Executing Large-Scale Distributed Workflows.
IEEE Access, 2021

Evaluation of Large Scale RoI Mining Applications in Edge Computing Environments.
Proceedings of the 25th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2021

2020
Learning Political Polarization on Social Media Using Neural Networks.
IEEE Access, 2020

Cloud Computing for Enabling Big Data Analysis.
Proceedings of the Cloud Computing and Services Science - 10th International Conference, 2020

2019
Cloud Computing for Big Data Analysis.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

Workflow Systems for Big Data Analysis.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

ParSoDA: high-level parallel programming for social data mining.
Soc. Netw. Anal. Min., 2019

Programming models and systems for Big Data analysis.
Int. J. Parallel Emergent Distributed Syst., 2019

A scalable middleware for context-aware mobile applications.
Int. J. Ad Hoc Ubiquitous Comput., 2019

Discovering Political Polarization on Social Media: A Case Study.
Proceedings of the 15th International Conference on Semantics, Knowledge and Grids, 2019

A Novel Data-Centric Programming Model for Large-Scale Parallel Systems.
Proceedings of the Euro-Par 2019: Parallel Processing Workshops, 2019

Developing a Cloud-Based Algorithm for Analyzing the Polarization of Social Media Users.
Proceedings of the Algorithmic Aspects of Cloud Computing - 5th International Symposium, 2019

2018
G-RoI: Automatic Region-of-Interest Detection Driven by Geotagged Social Media Data.
ACM Trans. Knowl. Discov. Data, 2018

2017
A Parallel Library for Social Media Analytics.
Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017

Appraising SPARK on Large-Scale Social Media Analysis.
Proceedings of the Euro-Par 2017: Parallel Processing Workshops, 2017

Big Data Analysis on Clouds.
Proceedings of the Handbook of Big Data Technologies, 2017

2016
Using Scalable Data Mining for Predicting Flight Delays.
ACM Trans. Intell. Syst. Technol., 2016

Geocon: A Middleware for Location-Aware Ubiquitous Applications.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2016

2014
Programming Visual and Script-based Big Data Analytics Workflows on Clouds.
Proceedings of the Big Data and High Performance Computing, 2014

2011
Two Step Based QoS Scheduler for DVB-S2 Satellite System.
Proceedings of IEEE International Conference on Communications, 2011


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